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OanaIgnat/README.md

Hey, welcome πŸ‘‹

πŸ‘©β€πŸ« I am a Tenure-Track Assistant Professor at Santa Clara University CSEN.

πŸ‘©β€πŸŽ¬ Director of the Inclusive and Multimodal AI (AIM) Lab at Santa Clara University.

πŸŽ™οΈ Co-host and organizer of the ACL Mentorship global panels with mentors from academia and industry, recorded and open to everyone.

πŸŽ“ I completed my Ph.D. in Computer Science in the LIT lab at the University of Michigan in August 2022.

πŸ”­ I've worked as a Research Intern at Meta (FAIR; x2) and Amazon (Prime Video).

πŸ’¬ My research focus is on Multimodal Equitable AI. Publications and code can be found on Google Scholar

πŸ”¬ Recent Projects

  • MentorQA β€” multilingual mentorship-focused QA beyond factual correctness. πŸ“„ https://arxiv.org/pdf/2601.17173
  • MemeXGen β€” cross-cultural meme transcreation (Chinese ↔ US), studying how multimodal humor adapts across cultures while preserving intent and meaning. πŸ“„ https://arxiv.org/pdf/2602.02510
  • MosAIG β€” multicultural text-to-image generation benchmark evaluating how well generative models represent diverse cultural identities. πŸ“„ https://arxiv.org/pdf/2502.15972

I'm looking to collaborate on AI4Good ❀️, applying research to real-world settings.

πŸ“« Feel free to contact me! oignat@scu.edu

Pinned Loading

  1. MichiganNLP/visual_diversity_budget MichiganNLP/visual_diversity_budget Public

    Annotations on a Budget: Leveraging Geo-Data Similarity to Balance Model Performance and Annotation Cost

    8

  2. MichiganNLP/Scalable-VLM-Probing MichiganNLP/Scalable-VLM-Probing Public

    Probe Vision-Language Models

    Python 5 1

  3. MichiganNLP/Reddit-Detect-Inspiration MichiganNLP/Reddit-Detect-Inspiration Public

    Inspirational post ids collected from Reddit using pushift.io and RoBERTa

    Jupyter Notebook 10 1

  4. MichiganNLP/vlog_action_recognition MichiganNLP/vlog_action_recognition Public

    Identifying Visible Actions in Lifestyle Vlogs

    Python 15 3

  5. MichiganNLP/vlog_action_reason MichiganNLP/vlog_action_reason Public

    Identifying reasons for human actions in lifestyle vlogs.

    Python 18 2

  6. MichiganNLP/vlog_action_co-occurrence MichiganNLP/vlog_action_co-occurrence Public

    Human action co-occurrence identification in lifestyle vlogs

    Jupyter Notebook 3